Search for tag: "neuromorphic computing"

In Search of Invariance in Brains and Machines

Abstract: Despite their seemingly impressive performance at image recognition and other perceptual tasks, deep convolutional neural networks are prone to be easily fooled, sensitive to adversarial…

From  Luis El Srouji 0 likes 18 plays 0  

Functional self-reconfiguration processes in neuronal networks

Abstract: Flexible function is essential for the brain to cope with varying environments, changing quality of sensory information as well as context dependency. This requires organized communication…

From  Luis El Srouji 0 likes 13 plays 0  

Dr. Aimone: A Probabilistic Future for Neuromorphic Computing

Abstract: As Moore’s Law comes to a close, new innovative approaches to microelectronics research are important to achieve much needed capabilities improvements in computing for both…

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From  Luis El Srouji 0 likes 10 plays 0  

Prof. Cauwenberghs: Reverse Engineering the Cognitive Brain in Silicon and Memristive Neuromorphic System

Prof. Cawenberghs presents neuromorphic cognitive computing systems-on-chip implemented in custom silicon compute-in-memory neural and memristive synaptic crossbar array architectures that combine…

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From  Luis El Srouji 0 likes 42 plays 0  

Prof. Hasler: Physical Neuromorphic Computing

Discussion of analog CMOS computation and parallels to biological neurons. Prof. Hasler points out that the exponential voltage controls found in MOS devices can be used to more accurately model…

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